Period
to 19 November 2019

The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Amazon S3 skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Amazon S3 over the 6 months to 19 November 2019 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Amazon Simple Storage Service (S3)
England > London
6 months to
19 Nov 2019
Same period 2018 Same period 2017
Rank 202 263 351
Rank change year-on-year +61 +88 +77
Contract jobs citing Amazon S3 476 470 310
As % of all contract IT jobs advertised in London 1.32% 1.02% 0.67%
As % of the Cloud Services category 3.99% 3.75% 3.49%
Number of daily rates quoted 289 380 241
London median daily rate £575 £539 £525
Median daily rate % change year-on-year +6.73% +2.62% +1.94%
10th Percentile £425 £413 £410
90th Percentile £728 £644 £638
England median daily rate £550 £525 £525
% change year-on-year +4.76% - +10.53%
Number of hourly rates quoted 3 0 0
London median hourly rate £25.00 - -
England median hourly rate £25.00 - -

Amazon S3 is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in London with a requirement for cloud computing skills.

All Cloud Skills
London
Contract vacancies with a requirement for cloud computing skills 11,937 12,542 8,886
As % of all contract IT jobs advertised in London 33.19% 27.23% 19.22%
Number of daily rates quoted 8,558 9,292 6,667
London median daily rate £525 £513 £500
Median daily rate % change year-on-year +2.44% +2.50% +5.26%
10th Percentile £320 £325 £313
90th Percentile £688 £675 £638
England median daily rate £500 £485 £475
% change year-on-year +3.09% +2.11% +5.56%
Number of hourly rates quoted 112 78 85
London median hourly rate £22.17 £19.00 £21.50
Median hourly rate % change year-on-year +16.66% -11.63% -11.34%
10th Percentile £17.52 £12.50 £11.55
90th Percentile £78.75 £67.31 £142.00
England median hourly rate £22.00 £17.50 £20.00
% change year-on-year +25.71% -12.50% +5.26%

Amazon S3
Job Vacancy Trend in London

Job postings citing Amazon S3 as a percentage of all IT jobs advertised in London.

Job vacancy trend for Amazon S3 in London

Amazon S3
Contractor Daily Rate Trend in London

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Amazon S3 in London.

Contractor daily rate trend for Amazon S3 in London

Amazon S3
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Amazon S3 in London over the 6 months to 19 November 2019.

Contractor daily rate histogram for Amazon S3 in London

Amazon S3
Contractor Hourly Rate Trend in London

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Amazon S3 in London.

Contractor hourly rate trend for Amazon S3 in London

Amazon S3
Contractor Hourly Rate Histogram in London

The hourly rate distribution of IT jobs citing Amazon S3 in London over the 6 months to 19 November 2019.

Contractor hourly rate histogram for Amazon S3 in London

Amazon S3
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Amazon S3 within the London region over the 6 months to 19 November 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London +52 97 £550 +4.76% 28
South London +15 43 £550 +7.32% 10
East London +25 13 £575 +22.34% 9
West London +22 12 £500 +4.17% 18
North London +6 1 £350 -50.00% 2
Amazon S3
England

For the 6 months to 19 November 2019, IT contractor jobs citing Amazon S3 also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the London region with a requirement for Amazon S3.

1 462 (97.06%) AWS
2 295 (61.97%) Python
3 246 (51.68%) Serverless
4 243 (51.05%) AWS Lambda
5 230 (48.32%) Agile Software Development
6 228 (47.90%) DevOps
7 209 (43.91%) Java
8 204 (42.86%) Amazon EC2
9 198 (41.60%) Amazon RDS
10 163 (34.24%) Docker
11 159 (33.40%) Finance
12 147 (30.88%) Terraform
13 141 (29.62%) Amazon SQS
14 138 (28.99%) Amazon Redshift
15 137 (28.78%) Kubernetes
16 136 (28.57%) Web Services
17 126 (26.47%) AWS CloudFormation
18 121 (25.42%) Software Engineering
19 111 (23.32%) Linux
20 105 (22.06%) Amazon DynamoDB
21 104 (21.85%) Asset Management
22 103 (21.64%) Amazon ECS
23 95 (19.96%) Git (software)
24 94 (19.75%) SQL
25 89 (18.70%) Jenkins
26 88 (18.49%) Front Office
27 87 (18.28%) Fixed Income
27 87 (18.28%) Amazon Athena
28 83 (17.44%) JavaScript
29 81 (17.02%) Microservices

Amazon S3
Co-occurring IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 66 (13.87%) Apache Spark
2 52 (10.92%) Elasticsearch
3 42 (8.82%) Confluence
4 30 (6.30%) Apache
5 9 (1.89%) Apache Solr
6 6 (1.26%) Apache Airflow
7 5 (1.05%) nginx
8 4 (0.84%) Adobe Experience Manager
9 2 (0.42%) Jupyter
10 1 (0.21%) Cloud Foundry
10 1 (0.21%) CMS
10 1 (0.21%) JBoss
10 1 (0.21%) Luigi
10 1 (0.21%) Oracle Workflow
10 1 (0.21%) Tomcat
Applications
1 3 (0.63%) InDesign
1 3 (0.63%) Photoshop
2 2 (0.42%) Microsoft Excel
3 1 (0.21%) MS Visio
3 1 (0.21%) Spreadsheet
Business Applications
1 9 (1.89%) FINCAD Analytics
2 7 (1.47%) Oracle EBS
3 4 (0.84%) Markit EDM
3 4 (0.84%) PolarLake
4 1 (0.21%) Adobe Campaign
Cloud Services
1 462 (97.06%) AWS
2 246 (51.68%) Serverless
3 243 (51.05%) AWS Lambda
4 204 (42.86%) Amazon EC2
5 141 (29.62%) Amazon SQS
6 126 (26.47%) AWS CloudFormation
7 103 (21.64%) Amazon ECS
8 64 (13.45%) Route 53
9 51 (10.71%) GitHub
10 49 (10.29%) Amazon Kinesis
11 48 (10.08%) CloudFront
11 48 (10.08%) OpenShift
11 48 (10.08%) Virtual Private Cloud
12 45 (9.45%) Amazon EMR
13 44 (9.24%) Amazon ELB
14 35 (7.35%) Amazon CloudWatch
15 27 (5.67%) AWS Elastic Beanstalk
16 22 (4.62%) Amazon EKS
16 22 (4.62%) AWS CodePipeline
17 17 (3.57%) GCP
Communications & Networking
1 18 (3.78%) VPN
2 5 (1.05%) Firewall
2 5 (1.05%) Intrusion Detection
3 3 (0.63%) FTP
3 3 (0.63%) Network Security
3 3 (0.63%) WAN
4 2 (0.42%) DNS
4 2 (0.42%) Internet
4 2 (0.42%) LAN
4 2 (0.42%) Reverse Proxy
4 2 (0.42%) SSL
4 2 (0.42%) TCP/IP
4 2 (0.42%) Unified Communications
5 1 (0.21%) HTTP
5 1 (0.21%) Intranet
5 1 (0.21%) IPsec
5 1 (0.21%) NAS
5 1 (0.21%) SMTP
5 1 (0.21%) SNMP
5 1 (0.21%) SSH
Database & Business Intelligence
1 198 (41.60%) Amazon RDS
2 138 (28.99%) Amazon Redshift
3 105 (22.06%) Amazon DynamoDB
4 87 (18.28%) Amazon Athena
5 70 (14.71%) PostgreSQL
6 63 (13.24%) NoSQL
7 45 (9.45%) Big Data
8 44 (9.24%) Hadoop
9 36 (7.56%) Data Warehouse
10 34 (7.14%) MySQL
11 30 (6.30%) Data Lake
11 30 (6.30%) MongoDB
12 28 (5.88%) Amazon Aurora
13 27 (5.67%) Apache Hive
14 26 (5.46%) Relational Database
15 22 (4.62%) RDBMS
16 18 (3.78%) Presto
17 15 (3.15%) Apache Cassandra
17 15 (3.15%) Redis
18 13 (2.73%) HBase
Development Applications
1 95 (19.96%) Git (software)
2 89 (18.70%) Jenkins
3 62 (13.03%) Artifactory
4 48 (10.08%) JIRA
5 26 (5.46%) GitLab
6 25 (5.25%) RStudio
7 20 (4.20%) Maven
8 19 (3.99%) Bitbucket
8 19 (3.99%) CircleCI
9 13 (2.73%) Cucumber
10 11 (2.31%) Atlassian Bamboo
11 10 (2.10%) Gradle
11 10 (2.10%) Sonatype Nexus
11 10 (2.10%) Travis CI
12 9 (1.89%) Mockito
12 9 (1.89%) Selenium
12 9 (1.89%) Subversion
13 8 (1.68%) IntelliJ
13 8 (1.68%) JUnit
14 7 (1.47%) TeamCity
General
1 159 (33.40%) Finance
2 88 (18.49%) Front Office
3 18 (3.78%) Banking
4 13 (2.73%) Public Sector
5 10 (2.10%) Retail
6 9 (1.89%) Law
7 8 (1.68%) Advertising
7 8 (1.68%) Billing
8 7 (1.47%) Financial Institution
9 6 (1.26%) Legal
9 6 (1.26%) Marketing
10 5 (1.05%) Publishing
11 4 (0.84%) Games
12 2 (0.42%) Pharmaceutical
12 2 (0.42%) Telecoms
13 1 (0.21%) Automotive
13 1 (0.21%) Back Office
13 1 (0.21%) Investment Banking
Job Titles
1 165 (34.66%) Developer
2 121 (25.42%) AWS Engineer
3 94 (19.75%) DevOps Engineer
4 72 (15.13%) AWS Developer
5 70 (14.71%) Architect
6 69 (14.50%) AWS DevOps
6 69 (14.50%) Data Engineer
7 59 (12.39%) AWS DevOps Engineer
8 57 (11.97%) Senior Developer
9 44 (9.24%) Python Developer
10 38 (7.98%) Java Developer
11 35 (7.35%) AWS Architect
11 35 (7.35%) Software Engineer
12 29 (6.09%) Python Engineer
13 28 (5.88%) Lead Developer
14 26 (5.46%) React Developer
14 26 (5.46%) Senior Software Engineer
15 25 (5.25%) Cloud Engineer
16 24 (5.04%) Full Stack Developer
17 22 (4.62%) Developer/Software Engineer
Libraries, Frameworks & Software Standards
1 136 (28.57%) Web Services
2 75 (15.76%) Node.js
3 68 (14.29%) React
4 58 (12.18%) J2EE
5 54 (11.34%) Kafka
6 40 (8.40%) AngularJS
7 38 (7.98%) .NET
8 32 (6.72%) HTML
9 31 (6.51%) CSS
9 31 (6.51%) Lambda Expressions
10 23 (4.83%) Pandas
11 22 (4.62%) J2SE
12 20 (4.20%) JSON
13 19 (3.99%) PySpark
14 17 (3.57%) Spring Boot
15 16 (3.36%) jQuery
15 16 (3.36%) NumPy
15 16 (3.36%) Spring
15 16 (3.36%) Twitter Bootstrap
16 15 (3.15%) JPA
Miscellaneous
1 87 (18.28%) Fixed Income
2 61 (12.82%) Greenfield Project
3 38 (7.98%) Derivative
4 27 (5.67%) Reference Data
5 25 (5.25%) Analytical Skills
6 24 (5.04%) Cloud Native
7 16 (3.36%) Data Structures
8 15 (3.15%) Algorithms
8 15 (3.15%) Hedge funds
9 11 (2.31%) User Experience
10 10 (2.10%) PKI
11 9 (1.89%) Linux Command Line
11 9 (1.89%) Public Cloud
12 8 (1.68%) Credit Risk
13 6 (1.26%) Data Centre
13 6 (1.26%) Enterprise Cloud
13 6 (1.26%) Smart Home
14 5 (1.05%) Equities
14 5 (1.05%) Foreign Exchange (FX)
15 4 (0.84%) Analytical Mindset
Operating Systems
1 111 (23.32%) Linux
2 39 (8.19%) Unix
3 34 (7.14%) Windows
4 21 (4.41%) Red Hat Enterprise Linux
5 8 (1.68%) Ubuntu
6 7 (1.47%) Debian
7 5 (1.05%) CoreOS
7 5 (1.05%) Windows Server
8 1 (0.21%) Apple iOS
8 1 (0.21%) CentOS
8 1 (0.21%) Mac OS
8 1 (0.21%) Mesosphere
8 1 (0.21%) VMS
Processes & Methodologies
1 230 (48.32%) Agile Software Development
2 228 (47.90%) DevOps
3 121 (25.42%) Software Engineering
4 104 (21.85%) Asset Management
5 81 (17.02%) Microservices
6 55 (11.55%) Scrum
7 54 (11.34%) Analytics
8 48 (10.08%) ETL
9 47 (9.87%) Continuous Integration
10 46 (9.66%) Open Source
11 44 (9.24%) Configuration Management
11 44 (9.24%) Decision-Making
12 42 (8.82%) Infrastructure as Code
12 42 (8.82%) Migration
13 41 (8.61%) Data Science
14 37 (7.77%) Computer Science
14 37 (7.77%) Data Architecture
14 37 (7.77%) Machine Learning
15 35 (7.35%) Data Modelling
16 30 (6.30%) Front End Development
Programming Languages
1 295 (61.97%) Python
2 209 (43.91%) Java
3 94 (19.75%) SQL
4 83 (17.44%) JavaScript
5 46 (9.66%) Scala
6 45 (9.45%) C#
7 40 (8.40%) R
8 39 (8.19%) C++
9 37 (7.77%) Bash Shell
10 31 (6.51%) Ruby
11 21 (4.41%) Java 8
12 12 (2.52%) Go
13 11 (2.31%) Perl
14 9 (1.89%) ES6
14 9 (1.89%) Shell Script
14 9 (1.89%) TypeScript
15 8 (1.68%) C
15 8 (1.68%) PHP
15 8 (1.68%) PowerShell
16 6 (1.26%) Groovy
Qualifications
1 76 (15.97%) AWS Certification
2 49 (10.29%) Security Cleared
3 45 (9.45%) SC Cleared
4 27 (5.67%) Degree
5 9 (1.89%) RHCE
6 6 (1.26%) Numerate Degree
7 4 (0.84%) Computer Science Degree
7 4 (0.84%) Master's Degree
8 2 (0.42%) BPSS Clearance
8 2 (0.42%) PhD
9 1 (0.21%) A+ Certification
9 1 (0.21%) DBS Check
9 1 (0.21%) Microsoft Certification
Quality Assurance & Compliance
1 7 (1.47%) Data Quality
2 4 (0.84%) HIPAA
2 4 (0.84%) Sarbanes-Oxley
3 2 (0.42%) ISO/IEC 27001
3 2 (0.42%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
3 2 (0.42%) NIST
4 1 (0.21%) Disclosure Scotland
4 1 (0.21%) GDPR
4 1 (0.21%) PSD2
4 1 (0.21%) QA
System Software
1 163 (34.24%) Docker
2 10 (2.10%) HDFS
3 7 (1.47%) Active Directory
4 1 (0.21%) NFS
Systems Management
1 147 (30.88%) Terraform
2 137 (28.78%) Kubernetes
3 61 (12.82%) Ansible
4 38 (7.98%) Opscode Chef
5 37 (7.77%) Puppet
6 14 (2.94%) Kibana
6 14 (2.94%) Packer
6 14 (2.94%) Prometheus
7 7 (1.47%) Nagios
8 4 (0.84%) Hadoop YARN
8 4 (0.84%) Single Sign-On
8 4 (0.84%) Sysdig
9 2 (0.42%) logstash
9 2 (0.42%) Marathon
9 2 (0.42%) Mesos
9 2 (0.42%) Nessus
9 2 (0.42%) SELinux
9 2 (0.42%) ZABBIX
10 1 (0.21%) Graphite
10 1 (0.21%) ITRS Geneos
Vendors
1 30 (6.30%) Oracle
2 23 (4.83%) Splunk
3 18 (3.78%) Informatica
4 17 (3.57%) Atlassian
5 15 (3.15%) IBM
5 15 (3.15%) SAP
5 15 (3.15%) Tableau
6 13 (2.73%) Bloomberg
6 13 (2.73%) IBM Sterling
6 13 (2.73%) Teradata
7 11 (2.31%) Google
7 11 (2.31%) Greenplum
8 9 (1.89%) Microsoft
8 9 (1.89%) Red Hat
9 8 (1.68%) Cloudera
10 6 (1.26%) Adobe
10 6 (1.26%) Talend
11 5 (1.05%) Okta
11 5 (1.05%) Ping Identity
12 4 (0.84%) Alteryx